YANGON, Myanmar—Two kidnapped Chinese workers at a state-backed copper mine in Myanmar were released Monday evening, Myanmar officials said, after more than a day in captivity.

Wanbao Mining Ltd., a subsidiary of arms supplier China North Industries Corp., said about 20 villagers and two monks seized three of the company's contractors, including one Myanmar national, from the survey site Sunday morning.